Entity Resolution on Alaska (FP, NMI, Cost Metrics)
39.48FPZeroER
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ZeroERBudget (B)=$32026.05 | 39.48 | 54.75 | — | — | — | |
| BatchERBudget (B)=$3, Backbone=GPT-3.5-Mini2026.05 | 54.28 | 65.77 | 2.32 | 6,792 | 3 | |
| CollaborEMBudget (B)=$32026.05 | 56.12 | 65.91 | — | — | — | |
| ComEMBudget (B)=$3, Backbone=GPT-3.5-Mini2026.05 | 65.64 | 76.36 | 2.17 | 8,194 | 3 | |
| LLM-CERBudget (B)=$3, Backbone=GPT-3.5-Mini2026.05 | 74.82 | 83.44 | 1.72 | 5,917 | 2.1 | |
| AlperBudget (B)=$3, Backbone=GPT-3.5-Mini2026.05 | 79.58 | 89.61 | 2.12 | 6,574 | 3 |